To pack one's bags / To pack up and leave
Literally 'to make the suitcases'. Used for physically packing to travel or figuratively for leaving a place or situation definitively.
He packed his bags and left without saying a word.
We have to pack our bags, the flight is tomorrow.
—Is she leaving? —Yes, she's already packing her bags.